Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "162" csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 68 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_ Found 66 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
else:
antnum = int(row['Ant'])
if antnum != int(antenna):
continue
if np.issubdtype(type(row['Node']), np.integer):
row['Node'] = str(row['Node'])
if type(row['Node']) == str and row['Node'].isnumeric():
row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459884 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.610542 | -0.088806 | -1.406079 | -1.993415 | 3.289711 | 1.539715 | 0.150354 | 1.063039 | 0.7059 | 0.7024 | 0.3787 | nan | nan |
| 2459883 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.406246 | 0.680149 | 6.919344 | 11.660749 | 6.718941 | 5.741966 | 2.348102 | 6.142279 | 0.6991 | 0.7078 | 0.3707 | nan | nan |
| 2459882 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.694112 | 1.162393 | 7.437335 | 10.907789 | 8.984932 | 3.689578 | 2.186428 | 4.344230 | 0.6998 | 0.7038 | 0.3683 | nan | nan |
| 2459881 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.650084 | 0.442053 | 4.800046 | 14.204837 | 8.640807 | 1.663383 | 2.462242 | 3.482540 | 0.7377 | 0.7523 | 0.3143 | nan | nan |
| 2459880 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.838177 | 0.736260 | 6.546745 | 10.095632 | 5.239274 | 4.079101 | 2.478847 | 4.846923 | 0.6949 | 0.7055 | 0.3806 | nan | nan |
| 2459879 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.735684 | 0.333199 | -1.973054 | -1.764427 | 0.863873 | 1.215541 | 0.371976 | 0.010722 | 0.6877 | 0.7018 | 0.3981 | nan | nan |
| 2459878 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.951038 | 1.279670 | 11.845538 | 9.739522 | 5.754673 | 8.034114 | 2.351296 | 4.907622 | 0.6933 | 0.7080 | 0.3897 | nan | nan |
| 2459876 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.949792 | 3.276449 | 10.100662 | 23.601598 | 1.147744 | 22.714448 | 0.765294 | 4.542367 | 0.7122 | 0.6621 | 0.3916 | nan | nan |
| 2459875 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.953036 | 2.755222 | 13.593516 | 35.606622 | 3.457849 | 5.109621 | 0.734398 | 2.922628 | 0.7147 | 0.6859 | 0.3937 | nan | nan |
| 2459874 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.271504 | 3.632368 | 5.115869 | 15.525614 | 0.976582 | 6.254011 | 0.794595 | 2.178074 | 0.7042 | 0.6562 | 0.3834 | nan | nan |
| 2459873 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.083894 | 1.125592 | 9.746225 | 14.226157 | 7.246287 | 20.804459 | 0.008902 | 2.313265 | 0.7124 | 0.6683 | 0.3739 | nan | nan |
| 2459872 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.096900 | -0.205160 | 14.131599 | 0.606075 | 4.246631 | 25.528566 | 0.842842 | 2.046209 | 0.7022 | 0.6780 | 0.3898 | nan | nan |
| 2459871 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.258996 | 0.107131 | 7.585045 | 2.236958 | 7.656535 | 2.376267 | 0.744889 | 1.352423 | 0.7071 | 0.6879 | 0.3830 | nan | nan |
| 2459870 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.276775 | 1.168166 | 4.003801 | 2.814223 | 20.725043 | 2.642579 | 4.917216 | 4.203104 | 0.7156 | 0.7025 | 0.3743 | nan | nan |
| 2459869 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.322720 | 2.456138 | 5.846182 | 18.356504 | 35.048572 | 19.443452 | 0.833921 | 1.406584 | 0.7113 | 0.6962 | 0.3671 | nan | nan |
| 2459868 | digital_ok | 100.00% | 70.41% | 0.00% | 0.00% | - | - | 20.310736 | 0.532503 | 70.408832 | 16.041293 | 10.224511 | 37.465318 | 3.362857 | 3.403474 | 0.1614 | 0.6751 | 0.4960 | nan | nan |
| 2459867 | digital_ok | 100.00% | 75.51% | 0.00% | 0.00% | - | - | 14.175932 | 0.521752 | 55.310625 | 4.409336 | 7.818123 | 16.659019 | 2.271600 | 1.585682 | 0.1454 | 0.6936 | 0.5012 | nan | nan |
| 2459866 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 16.818852 | 0.719522 | 52.488143 | 0.488876 | 6.558275 | 8.008219 | 2.380641 | 3.635721 | 0.0855 | 0.6974 | 0.5073 | nan | nan |
| 2459865 | digital_ok | 100.00% | 64.12% | 0.00% | 0.00% | - | - | 18.089032 | 1.152707 | 63.346217 | 5.609318 | 18.048312 | 1.856372 | 14.043230 | 1.484156 | 0.1838 | 0.7108 | 0.4865 | nan | nan |
| 2459864 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | - | - | 22.338962 | 8.490988 | 25.466479 | 18.608449 | 8.239903 | 4.107780 | 2.051184 | 1.665068 | 0.0607 | 0.5906 | 0.4396 | nan | nan |
| 2459863 | digital_ok | 100.00% | 95.38% | 0.00% | 0.00% | - | - | 13.152464 | 3.574527 | 8.025175 | 5.791248 | 2.830860 | 4.923319 | 0.585459 | 0.608623 | 0.1224 | 0.5984 | 0.4423 | nan | nan |
| 2459862 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 296.211061 | 296.461885 | inf | inf | 8511.453815 | 8459.476529 | 7031.746809 | 7002.020998 | nan | nan | nan | nan | nan |
| 2459861 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.710177 | 0.388455 | 7.340160 | 4.368264 | 0.464088 | 5.203464 | -0.023769 | 0.628091 | 0.4532 | 0.6388 | 0.4283 | nan | nan |
| 2459860 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.212219 | 0.472984 | 19.658894 | 9.441970 | 10.889287 | 2.451053 | 0.155414 | -0.197630 | 0.5701 | 0.6640 | 0.4194 | nan | nan |
| 2459859 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.910086 | 0.211761 | 6.605780 | 3.588115 | 1.812509 | 1.444552 | -0.639937 | -0.134055 | 0.6170 | 0.6772 | 0.4124 | nan | nan |
| 2459858 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.211198 | 0.035086 | 6.260268 | 3.316419 | 0.611216 | 4.546180 | 0.714775 | 0.592347 | 0.6483 | 0.6799 | 0.4208 | 2.349522 | 2.807265 |
| 2459857 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 4.890128 | 1.229608 | 1.106938 | 0.963696 | 5.304693 | 6.185375 | 1.103106 | 2.045023 | 0.0356 | 0.0865 | 0.0210 | nan | nan |
| 2459856 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.43% | 0.00% | 2.048935 | -0.157721 | -0.927343 | -0.863085 | 1.559319 | 0.643155 | 0.633231 | -0.172667 | 0.7307 | 0.7176 | 0.3867 | 1.886757 | 1.624621 |
| 2459855 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.58% | 0.00% | 1.508547 | 1.030435 | -0.870264 | -1.256378 | 1.367087 | 1.025052 | 0.151602 | -0.240438 | 0.7178 | 0.7343 | 0.4195 | 1.823049 | 1.590879 |
| 2459854 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 8.93% | 0.00% | 1.918500 | 0.504157 | -0.733429 | -0.035955 | 1.439599 | 1.079149 | 0.881260 | 0.568895 | 0.7311 | 0.7554 | 0.4286 | 1.578870 | 1.422741 |
| 2459853 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.56% | 1.373166 | 0.008149 | -0.764397 | 0.161772 | 1.058167 | 0.536865 | 0.425720 | -0.076700 | 0.7525 | 0.7067 | 0.4126 | 1.855139 | 1.571200 |
| 2459852 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 8.65% | 5.95% | 2.066389 | 0.451312 | -0.746002 | -0.453817 | 0.956576 | 0.155773 | -0.355557 | -0.476835 | 0.8354 | 0.8393 | 0.2426 | 3.321353 | 3.255158 |
| 2459851 | digital_ok | 0.00% | 0.00% | 0.00% | 1.07% | 11.76% | 14.44% | 0.937441 | 0.412043 | -0.690863 | 0.029992 | 2.033697 | 0.222797 | 0.820625 | -0.087035 | 0.7701 | 0.7501 | 0.3350 | 1.912754 | 1.647961 |
| 2459850 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 18.02% | 0.00% | 0.698622 | 0.386672 | -0.694885 | -0.017714 | 0.865597 | 0.250836 | 1.043221 | 0.372590 | 0.7578 | 0.7698 | 0.3451 | 1.783689 | 1.499673 |
| 2459849 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 16.67% | 0.00% | 1.273516 | -0.012815 | 0.806084 | 2.430266 | 0.849377 | -0.290368 | 0.082850 | -0.645145 | 0.7571 | 0.7621 | 0.3482 | 1.688406 | 1.553044 |
| 2459848 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 30.15% | 3.02% | 1.177739 | 0.537897 | -0.334870 | 1.197141 | 1.407299 | 0.797449 | 0.051973 | -0.514214 | 0.7330 | 0.7640 | 0.3728 | 1.624813 | 1.512053 |
| 2459847 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.21% | 0.00% | 1.495224 | 0.343459 | 0.244641 | 0.849959 | 1.295328 | 0.391982 | 2.791191 | 2.891908 | 0.7339 | 0.6995 | 0.4255 | 1.555612 | 1.446871 |
| 2459845 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.845491 | 0.927123 | -0.232841 | 3.518342 | 2.079739 | 0.190132 | 2.911626 | -0.326927 | 0.7268 | 0.7490 | 0.3893 | 5.376714 | 5.693739 |
| 2459844 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.604650 | 3.776941 | -0.966663 | -0.164267 | 1.109673 | 2.103996 | -0.059204 | 0.301059 | 0.1081 | 0.0364 | 0.0213 | nan | nan |
| 2459843 | digital_ok | 0.00% | 1.20% | 0.66% | 0.00% | 15.22% | 0.54% | 1.955678 | 0.931465 | -0.261083 | 0.360889 | -0.147765 | -0.128965 | 2.987432 | 0.732197 | 0.7450 | 0.7526 | 0.3959 | 1.760450 | 1.572630 |
| 2459842 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23.68% | 0.640710 | -0.134108 | -0.423329 | -0.290248 | 0.094481 | 0.133992 | 1.617761 | 0.482633 | 0.7562 | 0.6931 | 0.2527 | 2.651525 | 2.704855 |
| 2459841 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 2.408462 | 4.717316 | -0.513401 | -0.364882 | 6.636497 | 4.527427 | 1.123084 | 1.350793 | 0.1098 | 0.0358 | 0.0290 | nan | nan |
| 2459839 | digital_ok | 0.00% | - | - | - | - | - | -0.677461 | -0.402753 | -1.108498 | 0.909911 | -0.227206 | 0.203903 | -0.463923 | 0.982590 | nan | nan | nan | nan | nan |
| 2459838 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.61% | 0.785199 | 0.681225 | -0.673898 | -0.890667 | -0.165629 | -0.695924 | 0.182574 | 0.524108 | 0.7615 | 0.7264 | 0.3881 | 2.335901 | 2.127915 |
| 2459836 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0851 | 0.0400 | 0.0148 | nan | nan |
| 2459835 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.116571 | 0.463498 | -0.645780 | -0.328588 | 0.286736 | 0.551780 | -0.610843 | -0.339747 | 0.0870 | 0.0388 | 0.0144 | nan | nan |
| 2459833 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.397089 | -0.278465 | -0.523746 | 0.002638 | 1.028055 | -0.590874 | -0.119752 | 0.505526 | 0.0708 | 0.0366 | 0.0183 | nan | nan |
| 2459832 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.311813 | 0.197591 | -1.009184 | -0.991860 | 1.852178 | 0.471339 | 0.068956 | -0.523801 | 0.8161 | 0.5620 | 0.5758 | 1.790362 | 1.743259 |
| 2459831 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.629476 | -0.342835 | -1.206363 | 0.916105 | 0.239136 | -0.461780 | -0.092805 | 0.718407 | 0.0290 | 0.0278 | 0.0013 | nan | nan |
| 2459830 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.63% | 0.00% | 0.579241 | -0.199482 | -0.900357 | -1.156521 | 0.714797 | 0.326806 | 3.447405 | 0.911648 | 0.8159 | 0.5742 | 0.5587 | 1.785420 | 1.514799 |
| 2459829 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.577627 | 1.619915 | -0.440953 | -0.820541 | 2.386211 | -0.121737 | 3.239134 | 0.842534 | 0.7668 | 0.6902 | 0.4046 | 7.913262 | 8.255253 |
| 2459828 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.829113 | 0.478211 | -0.217435 | -0.850969 | 1.864751 | 0.745193 | 0.113284 | -0.351968 | 0.8134 | 0.5796 | 0.5457 | 0.000000 | 0.000000 |
| 2459827 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.961056 | 0.706622 | 0.179675 | -0.700673 | 1.083692 | -0.362222 | 0.473461 | 1.476312 | 0.7744 | 0.6919 | 0.4038 | 0.000000 | 0.000000 |
| 2459826 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 84.21% | 0.349673 | 0.307854 | -0.311391 | -0.580375 | 2.696297 | 1.274075 | 1.703142 | 0.000447 | 0.8104 | 0.5926 | 0.5178 | 17.746246 | 35.810179 |
| 2459825 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.679762 | 0.096300 | -0.950607 | -0.724383 | 1.338571 | 0.240417 | -0.357816 | 0.069699 | 0.8109 | 0.6086 | 0.5135 | 1.577125 | 1.252830 |
| 2459824 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 9.00% | 1.419671 | 0.593834 | -0.904872 | -0.721116 | 0.689843 | 0.053450 | 1.618093 | 2.008702 | 0.7421 | 0.7506 | 0.3488 | 0.000000 | 0.000000 |
| 2459823 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1.574622 | 1.053068 | -0.636383 | -0.671978 | 0.803208 | -0.279457 | 0.508544 | 0.033739 | 0.7772 | 0.6575 | 0.4564 | 3.078306 | 3.205754 |
| 2459822 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.812159 | 0.688610 | -0.398362 | -0.879058 | 1.563692 | 0.403291 | 0.926490 | 2.824168 | 0.8137 | 0.6286 | 0.5058 | 2.256369 | 1.949037 |
| 2459821 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.452133 | 0.496581 | -0.485446 | -0.796660 | 0.051639 | -0.002566 | 1.795527 | 1.040534 | 0.8033 | 0.6339 | 0.5037 | 2.150155 | 1.935886 |
| 2459820 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1.125994 | 0.739928 | 0.138362 | -0.623109 | 1.555374 | -0.427726 | 0.090709 | -0.716093 | 0.7844 | 0.6922 | 0.4107 | 2.158336 | 1.993639 |
| 2459817 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1.647498 | 0.408661 | -0.529239 | -0.924016 | 0.269590 | -0.497974 | -0.575374 | -0.698034 | 0.8075 | 0.6619 | 0.4948 | 2.167214 | 2.098913 |
| 2459816 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 6.98% | -0.095414 | -0.488099 | -1.179799 | -0.668229 | 0.560898 | 0.016882 | 2.907465 | 2.106232 | 0.8505 | 0.6139 | 0.5837 | 2.009145 | 1.722190 |
| 2459815 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.665125 | 0.335256 | -0.997278 | -0.748307 | 1.015074 | 0.045855 | 2.987881 | 1.517403 | 0.7997 | 0.6738 | 0.5071 | 2.103498 | 1.947709 |
| 2459814 | digital_ok | 0.00% | - | - | - | - | - | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459813 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Temporal Variability | 3.289711 | -0.088806 | 0.610542 | -1.993415 | -1.406079 | 1.539715 | 3.289711 | 1.063039 | 0.150354 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | nn Power | 11.660749 | 0.680149 | 1.406246 | 11.660749 | 6.919344 | 5.741966 | 6.718941 | 6.142279 | 2.348102 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | nn Power | 10.907789 | 1.162393 | 2.694112 | 10.907789 | 7.437335 | 3.689578 | 8.984932 | 4.344230 | 2.186428 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | nn Power | 14.204837 | 0.442053 | 1.650084 | 14.204837 | 4.800046 | 1.663383 | 8.640807 | 3.482540 | 2.462242 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | nn Power | 10.095632 | 0.736260 | 1.838177 | 10.095632 | 6.546745 | 4.079101 | 5.239274 | 4.846923 | 2.478847 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | nn Temporal Variability | 1.215541 | 0.333199 | 0.735684 | -1.764427 | -1.973054 | 1.215541 | 0.863873 | 0.010722 | 0.371976 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Power | 11.845538 | 1.279670 | 0.951038 | 9.739522 | 11.845538 | 8.034114 | 5.754673 | 4.907622 | 2.351296 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | nn Power | 23.601598 | 0.949792 | 3.276449 | 10.100662 | 23.601598 | 1.147744 | 22.714448 | 0.765294 | 4.542367 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | nn Power | 35.606622 | 2.953036 | 2.755222 | 13.593516 | 35.606622 | 3.457849 | 5.109621 | 0.734398 | 2.922628 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | nn Power | 15.525614 | 5.271504 | 3.632368 | 5.115869 | 15.525614 | 0.976582 | 6.254011 | 0.794595 | 2.178074 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | nn Temporal Variability | 20.804459 | 3.083894 | 1.125592 | 9.746225 | 14.226157 | 7.246287 | 20.804459 | 0.008902 | 2.313265 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | nn Temporal Variability | 25.528566 | -0.205160 | 2.096900 | 0.606075 | 14.131599 | 25.528566 | 4.246631 | 2.046209 | 0.842842 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Temporal Variability | 7.656535 | 0.107131 | 2.258996 | 2.236958 | 7.585045 | 2.376267 | 7.656535 | 1.352423 | 0.744889 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Temporal Variability | 20.725043 | 4.276775 | 1.168166 | 4.003801 | 2.814223 | 20.725043 | 2.642579 | 4.917216 | 4.203104 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Temporal Variability | 35.048572 | 5.322720 | 2.456138 | 5.846182 | 18.356504 | 35.048572 | 19.443452 | 0.833921 | 1.406584 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Power | 70.408832 | 20.310736 | 0.532503 | 70.408832 | 16.041293 | 10.224511 | 37.465318 | 3.362857 | 3.403474 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Power | 55.310625 | 14.175932 | 0.521752 | 55.310625 | 4.409336 | 7.818123 | 16.659019 | 2.271600 | 1.585682 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Power | 52.488143 | 0.719522 | 16.818852 | 0.488876 | 52.488143 | 8.008219 | 6.558275 | 3.635721 | 2.380641 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Power | 63.346217 | 18.089032 | 1.152707 | 63.346217 | 5.609318 | 18.048312 | 1.856372 | 14.043230 | 1.484156 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Power | 25.466479 | 8.490988 | 22.338962 | 18.608449 | 25.466479 | 4.107780 | 8.239903 | 1.665068 | 2.051184 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Shape | 13.152464 | 13.152464 | 3.574527 | 8.025175 | 5.791248 | 2.830860 | 4.923319 | 0.585459 | 0.608623 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Power | inf | 296.211061 | 296.461885 | inf | inf | 8511.453815 | 8459.476529 | 7031.746809 | 7002.020998 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Power | 7.340160 | 0.388455 | 6.710177 | 4.368264 | 7.340160 | 5.203464 | 0.464088 | 0.628091 | -0.023769 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Power | 19.658894 | 5.212219 | 0.472984 | 19.658894 | 9.441970 | 10.889287 | 2.451053 | 0.155414 | -0.197630 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Power | 6.605780 | 2.910086 | 0.211761 | 6.605780 | 3.588115 | 1.812509 | 1.444552 | -0.639937 | -0.134055 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Power | 6.260268 | 0.035086 | 2.211198 | 3.316419 | 6.260268 | 4.546180 | 0.611216 | 0.592347 | 0.714775 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | nn Temporal Variability | 6.185375 | 1.229608 | 4.890128 | 0.963696 | 1.106938 | 6.185375 | 5.304693 | 2.045023 | 1.103106 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Shape | 2.048935 | 2.048935 | -0.157721 | -0.927343 | -0.863085 | 1.559319 | 0.643155 | 0.633231 | -0.172667 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Shape | 1.508547 | 1.030435 | 1.508547 | -1.256378 | -0.870264 | 1.025052 | 1.367087 | -0.240438 | 0.151602 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Shape | 1.918500 | 0.504157 | 1.918500 | -0.035955 | -0.733429 | 1.079149 | 1.439599 | 0.568895 | 0.881260 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Shape | 1.373166 | 0.008149 | 1.373166 | 0.161772 | -0.764397 | 0.536865 | 1.058167 | -0.076700 | 0.425720 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Shape | 2.066389 | 2.066389 | 0.451312 | -0.746002 | -0.453817 | 0.956576 | 0.155773 | -0.355557 | -0.476835 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Temporal Variability | 2.033697 | 0.937441 | 0.412043 | -0.690863 | 0.029992 | 2.033697 | 0.222797 | 0.820625 | -0.087035 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Temporal Discontinuties | 1.043221 | 0.698622 | 0.386672 | -0.694885 | -0.017714 | 0.865597 | 0.250836 | 1.043221 | 0.372590 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | nn Power | 2.430266 | 1.273516 | -0.012815 | 0.806084 | 2.430266 | 0.849377 | -0.290368 | 0.082850 | -0.645145 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Temporal Variability | 1.407299 | 0.537897 | 1.177739 | 1.197141 | -0.334870 | 0.797449 | 1.407299 | -0.514214 | 0.051973 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | nn Temporal Discontinuties | 2.891908 | 0.343459 | 1.495224 | 0.849959 | 0.244641 | 0.391982 | 1.295328 | 2.891908 | 2.791191 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | nn Power | 3.518342 | 0.927123 | 1.845491 | 3.518342 | -0.232841 | 0.190132 | 2.079739 | -0.326927 | 2.911626 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | nn Shape | 3.776941 | -0.604650 | 3.776941 | -0.966663 | -0.164267 | 1.109673 | 2.103996 | -0.059204 | 0.301059 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Temporal Discontinuties | 2.987432 | 0.931465 | 1.955678 | 0.360889 | -0.261083 | -0.128965 | -0.147765 | 0.732197 | 2.987432 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Temporal Discontinuties | 1.617761 | 0.640710 | -0.134108 | -0.423329 | -0.290248 | 0.094481 | 0.133992 | 1.617761 | 0.482633 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Temporal Variability | 6.636497 | 2.408462 | 4.717316 | -0.513401 | -0.364882 | 6.636497 | 4.527427 | 1.123084 | 1.350793 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | nn Temporal Discontinuties | 0.982590 | -0.402753 | -0.677461 | 0.909911 | -1.108498 | 0.203903 | -0.227206 | 0.982590 | -0.463923 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Shape | 0.785199 | 0.681225 | 0.785199 | -0.890667 | -0.673898 | -0.695924 | -0.165629 | 0.524108 | 0.182574 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | nn Temporal Variability | 0.551780 | 0.463498 | 0.116571 | -0.328588 | -0.645780 | 0.551780 | 0.286736 | -0.339747 | -0.610843 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Temporal Variability | 1.028055 | -0.278465 | -0.397089 | 0.002638 | -0.523746 | -0.590874 | 1.028055 | 0.505526 | -0.119752 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Temporal Variability | 1.852178 | 0.311813 | 0.197591 | -1.009184 | -0.991860 | 1.852178 | 0.471339 | 0.068956 | -0.523801 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | nn Power | 0.916105 | -0.629476 | -0.342835 | -1.206363 | 0.916105 | 0.239136 | -0.461780 | -0.092805 | 0.718407 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Temporal Discontinuties | 3.447405 | 0.579241 | -0.199482 | -0.900357 | -1.156521 | 0.714797 | 0.326806 | 3.447405 | 0.911648 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Shape | 4.577627 | 1.619915 | 4.577627 | -0.820541 | -0.440953 | -0.121737 | 2.386211 | 0.842534 | 3.239134 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Temporal Variability | 1.864751 | 0.478211 | 1.829113 | -0.850969 | -0.217435 | 0.745193 | 1.864751 | -0.351968 | 0.113284 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Shape | 1.961056 | 1.961056 | 0.706622 | 0.179675 | -0.700673 | 1.083692 | -0.362222 | 0.473461 | 1.476312 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Temporal Variability | 2.696297 | 0.307854 | 0.349673 | -0.580375 | -0.311391 | 1.274075 | 2.696297 | 0.000447 | 1.703142 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Temporal Variability | 1.338571 | 0.096300 | 0.679762 | -0.724383 | -0.950607 | 0.240417 | 1.338571 | 0.069699 | -0.357816 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | nn Temporal Discontinuties | 2.008702 | 1.419671 | 0.593834 | -0.904872 | -0.721116 | 0.689843 | 0.053450 | 1.618093 | 2.008702 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Shape | 1.574622 | 1.053068 | 1.574622 | -0.671978 | -0.636383 | -0.279457 | 0.803208 | 0.033739 | 0.508544 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | nn Temporal Discontinuties | 2.824168 | 0.812159 | 0.688610 | -0.398362 | -0.879058 | 1.563692 | 0.403291 | 0.926490 | 2.824168 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Temporal Discontinuties | 1.795527 | 0.496581 | 0.452133 | -0.796660 | -0.485446 | -0.002566 | 0.051639 | 1.040534 | 1.795527 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Temporal Variability | 1.555374 | 1.125994 | 0.739928 | 0.138362 | -0.623109 | 1.555374 | -0.427726 | 0.090709 | -0.716093 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Shape | 1.647498 | 1.647498 | 0.408661 | -0.529239 | -0.924016 | 0.269590 | -0.497974 | -0.575374 | -0.698034 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Temporal Discontinuties | 2.907465 | -0.488099 | -0.095414 | -0.668229 | -1.179799 | 0.016882 | 0.560898 | 2.106232 | 2.907465 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | ee Temporal Discontinuties | 2.987881 | 0.335256 | 0.665125 | -0.748307 | -0.997278 | 0.045855 | 1.015074 | 1.517403 | 2.987881 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | N13 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |